Szu-Wei Fu
Szu-Wei Fu
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End-to-end waveform utterance enhancement for direct evaluation metrics optimization by fully convolutional neural networks
SW Fu, TW Wang, Y Tsao, X Lu, H Kawai
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (9), 1570 …, 2018
Raw waveform-based speech enhancement by fully convolutional networks
SW Fu, Y Tsao, X Lu, H Kawai
2017 Asia-Pacific Signal and Information Processing Association Annual …, 2017
SNR-Aware Convolutional Neural Network Modeling for Speech Enhancement.
SW Fu, Y Tsao, X Lu
Interspeech, 3768-3772, 2016
Complex spectrogram enhancement by convolutional neural network with multi-metrics learning
SW Fu, T Hu, Y Tsao, X Lu
2017 IEEE 27th international workshop on machine learning for signal …, 2017
MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement
SW Fu, CF Liao, Y Tsao, SD Lin
(ICML 2019) International Conference on Machine Learning, 2019
Noise reduction in ECG signals using fully convolutional denoising autoencoders
HT Chiang, YY Hsieh, SW Fu, KH Hung, Y Tsao, SY Chien
IEEE Access 7, 60806-60813, 2019
Quality-Net: An end-to-end non-intrusive speech quality assessment model based on blstm
SW Fu, Y Tsao, HT Hwang, HM Wang
Interspeech 2018, 2018
MOSNet: Deep Learning based Objective Assessment for Voice Conversion
CC Lo, SW Fu, WC Huang, X Wang, J Yamagishi, Y Tsao, HM Wang
Interspeech 2019, 2019
Learning with Learned Loss Function: Speech Enhancement with Quality-Net to Improve Perceptual Evaluation of Speech Quality
SW Fu, CF Liao, Y Tsao
IEEE Signal Processing Letters, 2019
Joint dictionary learning-based non-negative matrix factorization for voice conversion to improve speech intelligibility after oral surgery
SW Fu, PC Li, YH Lai, CC Yang, LC Hsieh, Y Tsao
IEEE Transactions on Biomedical Engineering 64 (11), 2584-2594, 2016
SpeechBrain: A General-Purpose Speech Toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
Multichannel speech enhancement by raw waveform-mapping using fully convolutional networks
CL Liu, SW Fu, YJ Li, JW Huang, HM Wang, Y Tsao
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1888-1900, 2020
MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement
SW Fu, C Yu, TA Hsieh, P Plantinga, M Ravanelli, X Lu, Y Tsao
arXiv preprint arXiv:2104.03538, 2021
M Ravanelli, T Parcollet, A Rouhe, P Plantinga, E Rastorgueva, ...
A study on speech enhancement using exponent-only floating point quantized neural network (eofp-qnn)
YT Hsu, YC Lin, SW Fu, Y Tsao, TW Kuo
2018 IEEE Spoken Language Technology Workshop (SLT), 566-573, 2018
Increasing compactness of deep learning based speech enhancement models with parameter pruning and quantization techniques
JY Wu, C Yu, SW Fu, CT Liu, SY Chien, Y Tsao
IEEE Signal Processing Letters 26 (12), 1887-1891, 2019
Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement
TA Hsieh, C Yu, SW Fu, X Lu, Y Tsao
arXiv preprint arXiv:2010.15174, 2020
Maximum entropy learning with deep belief networks
P Lin, SW Fu, SS Wang, YH Lai, Y Tsao
Entropy 18 (7), 251, 2016
IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network.
YC Lin, YT Hsu, SW Fu, Y Tsao, TW Kuo
Interspeech, 1801-1805, 2019
Time-domain multi-modal bone/air conducted speech enhancement
C Yu, KH Hung, SS Wang, Y Tsao, J Hung
IEEE Signal Processing Letters 27, 1035-1039, 2020
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